Regulatory Network of Preharvest Sprouting Resistance Revealed by Integrative Analysis of mRNA, Noncoding RNA, and DNA Methylation in Wheat
Preharvest sprouting (PHS) of grain occurs universally and sharply decreases grain quality and yield, but the mechanism remains unclear. MingXian169, a breeding inducer wheat for stripe rust, is widely used in the Huanghuai wheat-producing region, China. In this study, we found that MingXian169 coul...
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container_title | Journal of agricultural and food chemistry |
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creator | Zhang, Mingting Cui, Guibin Bai, Xinchen Ye, Zi Zhang, Shumeng Xie, Kunliang Sun, Fengli Zhang, Chao Xi, Yajun |
description | Preharvest sprouting (PHS) of grain occurs universally and sharply decreases grain quality and yield, but the mechanism remains unclear. MingXian169, a breeding inducer wheat for stripe rust, is widely used in the Huanghuai wheat-producing region, China. In this study, we found that MingXian169 could be considered an ideal material for PHS research because of its high PHS resistance. To further analyze the network of PHS, transcriptome sequencing of mRNA, noncoding RNA (ncRNA), and DNA methylome data were used to comparison germination seeds (GS) and dormant seeds (DS); 3027, 1516, and 22 genes and 95 103 methylation regions were identified as differentially expressed mRNA, DE-microRNAs (DE-miRNA), DE-long noncoding RNAs (DE-lncRNA), and differentially methylated regions (DMRs). Pathway enrichment tests highlighted plant hormone biosynthesis and signal transduction, glutathione–ascorbate metabolism, and starch and sucrose metabolism processes related to PHS mechanisms. Further analysis demonstrated that long noncoding RNA, miRNA, and DNA methylation played critical roles in transcriptional regulation of critical pathways during PHS by modifying and interacting with target genes. Quantitative real-time polymerase chain reaction (PCR) analyses of mRNA and miRNA confirmed the sequencing results. In the phytohormone content assay, abscisic acid (ABA) and jasmonic acid (JA) increased significantly in DS, and GA19 increased in GS. The ascorbate peroxidase (APX), monodehydroascorbate reductase (MDHAR), and β-d-glucosidase (BGLU) enzyme activities and the substance content of glutathione and sucrose were significantly higher in GS than in DS, implying that they were responsible for increasing PHS in MingXian169. Our results provide new insights into wheat PHS resistance at mRNA, ncRNA, and DNA methylation levels, with suggestions for crop breeding and production. |
doi_str_mv | 10.1021/acs.jafc.1c00050 |
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MingXian169, a breeding inducer wheat for stripe rust, is widely used in the Huanghuai wheat-producing region, China. In this study, we found that MingXian169 could be considered an ideal material for PHS research because of its high PHS resistance. To further analyze the network of PHS, transcriptome sequencing of mRNA, noncoding RNA (ncRNA), and DNA methylome data were used to comparison germination seeds (GS) and dormant seeds (DS); 3027, 1516, and 22 genes and 95 103 methylation regions were identified as differentially expressed mRNA, DE-microRNAs (DE-miRNA), DE-long noncoding RNAs (DE-lncRNA), and differentially methylated regions (DMRs). Pathway enrichment tests highlighted plant hormone biosynthesis and signal transduction, glutathione–ascorbate metabolism, and starch and sucrose metabolism processes related to PHS mechanisms. Further analysis demonstrated that long noncoding RNA, miRNA, and DNA methylation played critical roles in transcriptional regulation of critical pathways during PHS by modifying and interacting with target genes. Quantitative real-time polymerase chain reaction (PCR) analyses of mRNA and miRNA confirmed the sequencing results. In the phytohormone content assay, abscisic acid (ABA) and jasmonic acid (JA) increased significantly in DS, and GA19 increased in GS. The ascorbate peroxidase (APX), monodehydroascorbate reductase (MDHAR), and β-d-glucosidase (BGLU) enzyme activities and the substance content of glutathione and sucrose were significantly higher in GS than in DS, implying that they were responsible for increasing PHS in MingXian169. Our results provide new insights into wheat PHS resistance at mRNA, ncRNA, and DNA methylation levels, with suggestions for crop breeding and production.</description><identifier>ISSN: 0021-8561</identifier><identifier>EISSN: 1520-5118</identifier><identifier>DOI: 10.1021/acs.jafc.1c00050</identifier><identifier>PMID: 33769818</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>China ; DNA Methylation ; Germination ; Omics Technologies Applied to Agriculture and Food ; Plant Breeding ; RNA, Messenger - genetics ; RNA, Untranslated ; Triticum - genetics</subject><ispartof>Journal of agricultural and food chemistry, 2021-04, Vol.69 (13), p.4018-4035</ispartof><rights>2021 American Chemical Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a402t-c5bcfdecba0e5e72f9d35dfa7351d8a4a2dff00e94b6d59f007f1023f15d126b3</citedby><cites>FETCH-LOGICAL-a402t-c5bcfdecba0e5e72f9d35dfa7351d8a4a2dff00e94b6d59f007f1023f15d126b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.jafc.1c00050$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.jafc.1c00050$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>315,781,785,2766,27078,27926,27927,56740,56790</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33769818$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Mingting</creatorcontrib><creatorcontrib>Cui, Guibin</creatorcontrib><creatorcontrib>Bai, Xinchen</creatorcontrib><creatorcontrib>Ye, Zi</creatorcontrib><creatorcontrib>Zhang, Shumeng</creatorcontrib><creatorcontrib>Xie, Kunliang</creatorcontrib><creatorcontrib>Sun, Fengli</creatorcontrib><creatorcontrib>Zhang, Chao</creatorcontrib><creatorcontrib>Xi, Yajun</creatorcontrib><title>Regulatory Network of Preharvest Sprouting Resistance Revealed by Integrative Analysis of mRNA, Noncoding RNA, and DNA Methylation in Wheat</title><title>Journal of agricultural and food chemistry</title><addtitle>J. Agric. Food Chem</addtitle><description>Preharvest sprouting (PHS) of grain occurs universally and sharply decreases grain quality and yield, but the mechanism remains unclear. MingXian169, a breeding inducer wheat for stripe rust, is widely used in the Huanghuai wheat-producing region, China. In this study, we found that MingXian169 could be considered an ideal material for PHS research because of its high PHS resistance. To further analyze the network of PHS, transcriptome sequencing of mRNA, noncoding RNA (ncRNA), and DNA methylome data were used to comparison germination seeds (GS) and dormant seeds (DS); 3027, 1516, and 22 genes and 95 103 methylation regions were identified as differentially expressed mRNA, DE-microRNAs (DE-miRNA), DE-long noncoding RNAs (DE-lncRNA), and differentially methylated regions (DMRs). Pathway enrichment tests highlighted plant hormone biosynthesis and signal transduction, glutathione–ascorbate metabolism, and starch and sucrose metabolism processes related to PHS mechanisms. Further analysis demonstrated that long noncoding RNA, miRNA, and DNA methylation played critical roles in transcriptional regulation of critical pathways during PHS by modifying and interacting with target genes. Quantitative real-time polymerase chain reaction (PCR) analyses of mRNA and miRNA confirmed the sequencing results. In the phytohormone content assay, abscisic acid (ABA) and jasmonic acid (JA) increased significantly in DS, and GA19 increased in GS. The ascorbate peroxidase (APX), monodehydroascorbate reductase (MDHAR), and β-d-glucosidase (BGLU) enzyme activities and the substance content of glutathione and sucrose were significantly higher in GS than in DS, implying that they were responsible for increasing PHS in MingXian169. Our results provide new insights into wheat PHS resistance at mRNA, ncRNA, and DNA methylation levels, with suggestions for crop breeding and production.</description><subject>China</subject><subject>DNA Methylation</subject><subject>Germination</subject><subject>Omics Technologies Applied to Agriculture and Food</subject><subject>Plant Breeding</subject><subject>RNA, Messenger - genetics</subject><subject>RNA, Untranslated</subject><subject>Triticum - genetics</subject><issn>0021-8561</issn><issn>1520-5118</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kTFv2zAQhYkiQe2k3TsFHDNYDimZkjwaaZMGSNzCTdBROJFHW45MOiTlQL-hfzp07HbrxCPwvXe49wj5wtmYs5RfgfTjNWg55pIxJtgHMuQiZYngvDwhQxaZpBQ5H5Az79cRKUXBPpJBlhX5tOTlkPxZ4LJrIVjX0zmGV-ueqdX0p8MVuB36QH9tne1CY5Z0gb7xAYzEOO4QWlS07umdCbh0EJod0pmBto_U3mOzmM9GdG6NtOpdvv-CUfTrfEYfMKz6uLexhjaG_l4hhE_kVEPr8fPxPSdPN98er78n9z9u765n9wlMWBoSKWqpFcoaGAosUj1VmVAaikxwVcIEUqU1Yzid1LkS0zgWOqaVaS4UT_M6OyeXB9942UsXb6w2jZfYtmDQdr5KBcvTIuaYRZQdUOms9w51tXXNBlxfcVbtK6hiBdW-gupYQZRcHN27eoPqn-Bv5hEYHYB3qe1czMz_3-8NtL-UGg</recordid><startdate>20210407</startdate><enddate>20210407</enddate><creator>Zhang, Mingting</creator><creator>Cui, Guibin</creator><creator>Bai, Xinchen</creator><creator>Ye, Zi</creator><creator>Zhang, Shumeng</creator><creator>Xie, Kunliang</creator><creator>Sun, Fengli</creator><creator>Zhang, Chao</creator><creator>Xi, Yajun</creator><general>American Chemical Society</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20210407</creationdate><title>Regulatory Network of Preharvest Sprouting Resistance Revealed by Integrative Analysis of mRNA, Noncoding RNA, and DNA Methylation in Wheat</title><author>Zhang, Mingting ; Cui, Guibin ; Bai, Xinchen ; Ye, Zi ; Zhang, Shumeng ; Xie, Kunliang ; Sun, Fengli ; Zhang, Chao ; Xi, Yajun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a402t-c5bcfdecba0e5e72f9d35dfa7351d8a4a2dff00e94b6d59f007f1023f15d126b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>China</topic><topic>DNA Methylation</topic><topic>Germination</topic><topic>Omics Technologies Applied to Agriculture and Food</topic><topic>Plant Breeding</topic><topic>RNA, Messenger - genetics</topic><topic>RNA, Untranslated</topic><topic>Triticum - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Mingting</creatorcontrib><creatorcontrib>Cui, Guibin</creatorcontrib><creatorcontrib>Bai, Xinchen</creatorcontrib><creatorcontrib>Ye, Zi</creatorcontrib><creatorcontrib>Zhang, Shumeng</creatorcontrib><creatorcontrib>Xie, Kunliang</creatorcontrib><creatorcontrib>Sun, Fengli</creatorcontrib><creatorcontrib>Zhang, Chao</creatorcontrib><creatorcontrib>Xi, Yajun</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of agricultural and food chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Mingting</au><au>Cui, Guibin</au><au>Bai, Xinchen</au><au>Ye, Zi</au><au>Zhang, Shumeng</au><au>Xie, Kunliang</au><au>Sun, Fengli</au><au>Zhang, Chao</au><au>Xi, Yajun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Regulatory Network of Preharvest Sprouting Resistance Revealed by Integrative Analysis of mRNA, Noncoding RNA, and DNA Methylation in Wheat</atitle><jtitle>Journal of agricultural and food chemistry</jtitle><addtitle>J. Agric. Food Chem</addtitle><date>2021-04-07</date><risdate>2021</risdate><volume>69</volume><issue>13</issue><spage>4018</spage><epage>4035</epage><pages>4018-4035</pages><issn>0021-8561</issn><eissn>1520-5118</eissn><abstract>Preharvest sprouting (PHS) of grain occurs universally and sharply decreases grain quality and yield, but the mechanism remains unclear. MingXian169, a breeding inducer wheat for stripe rust, is widely used in the Huanghuai wheat-producing region, China. In this study, we found that MingXian169 could be considered an ideal material for PHS research because of its high PHS resistance. To further analyze the network of PHS, transcriptome sequencing of mRNA, noncoding RNA (ncRNA), and DNA methylome data were used to comparison germination seeds (GS) and dormant seeds (DS); 3027, 1516, and 22 genes and 95 103 methylation regions were identified as differentially expressed mRNA, DE-microRNAs (DE-miRNA), DE-long noncoding RNAs (DE-lncRNA), and differentially methylated regions (DMRs). Pathway enrichment tests highlighted plant hormone biosynthesis and signal transduction, glutathione–ascorbate metabolism, and starch and sucrose metabolism processes related to PHS mechanisms. Further analysis demonstrated that long noncoding RNA, miRNA, and DNA methylation played critical roles in transcriptional regulation of critical pathways during PHS by modifying and interacting with target genes. Quantitative real-time polymerase chain reaction (PCR) analyses of mRNA and miRNA confirmed the sequencing results. In the phytohormone content assay, abscisic acid (ABA) and jasmonic acid (JA) increased significantly in DS, and GA19 increased in GS. The ascorbate peroxidase (APX), monodehydroascorbate reductase (MDHAR), and β-d-glucosidase (BGLU) enzyme activities and the substance content of glutathione and sucrose were significantly higher in GS than in DS, implying that they were responsible for increasing PHS in MingXian169. Our results provide new insights into wheat PHS resistance at mRNA, ncRNA, and DNA methylation levels, with suggestions for crop breeding and production.</abstract><cop>United States</cop><pub>American Chemical Society</pub><pmid>33769818</pmid><doi>10.1021/acs.jafc.1c00050</doi><tpages>18</tpages></addata></record> |
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subjects | China DNA Methylation Germination Omics Technologies Applied to Agriculture and Food Plant Breeding RNA, Messenger - genetics RNA, Untranslated Triticum - genetics |
title | Regulatory Network of Preharvest Sprouting Resistance Revealed by Integrative Analysis of mRNA, Noncoding RNA, and DNA Methylation in Wheat |
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